TAM
$48B
Illustrative planning assumption for private AI infrastructure; not validated market sizing.
Target
Investors
An engineer who tells you the truth, including the parts that are still a target.
Figures on this page are illustrative planning assumptions and source reports. They are not validated market sizing, operating results, bookings, or a validated forecast.
TargetReported
Planning scenario
Founder-led AI engineering · MLAI
These are illustrative design assumptions, not validated market sizing or reachable revenue.
Target
SAM
$12B
Illustrative planning assumption for the proposed customer segments; not validated market sizing.
Target
SOM
$1.2B
Illustrative planning assumption for proposed SDK licensing plus integration services; not validated reachable revenue.
Target
Raise
Illustrative seed scenario $4.5M target
Use of funds is a plan, not a spend record.
Target
Product
50% target
Illustrative allocation: ABI, WDBX, Abbey, Quesar
Infrastructure
30% target
Illustrative allocation: tooling, eval, private deploy paths
GTM
20% target
Illustrative allocation: proposed services motion
Unit economics
Unit economics planning assumptions.
These targets have no reproduced operating result in this draft.
Target
- Gross margin
- 82% targetTarget
- CAC payback
- 11 months targetTarget
- LTV/CAC
- 5.4× targetTarget
ARR projection
Million-dollar figures, tagged as targets.
These values are illustrative planning targets. They are not bookings, observed revenue, or a validated forecast.
Target
Million-dollar ARR figures on this chart are targets, not results.
$0.4M
Y1
Target
$1.8M
Y2
Target
$6.5M
Y3
Target
$18M
Y4
Target
$42M
Y5
Target
Founder
Source reports and proposed acceptance.
- Source references: ABI, WDBX, Abbey, Gama, and this site; not deployment acceptanceReported
- Abbey source includes a capability ledger in src/claims.rs; not a model-quality resultReported
- Proposed acceptance: repeatable verification for each deployment and deviceTarget